Overview

Dataset statistics

Number of variables55
Number of observations35683
Missing cells19307
Missing cells (%)1.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.4 MiB
Average record size in memory307.0 B

Variable types

NUM27
BOOL18
CAT9
DATE1

Warnings

fire_name has a high cardinality: 14574 distinct values High cardinality
state has a high cardinality: 51 distinct values High cardinality
disc_date_pre has a high cardinality: 7595 distinct values High cardinality
wstation_usaf has a high cardinality: 1792 distinct values High cardinality
weather_file has a high cardinality: 10413 distinct values High cardinality
fire_mag is highly correlated with fire_sizeHigh correlation
fire_size is highly correlated with fire_magHigh correlation
Temp_pre_15 is highly correlated with Temp_pre_30 and 2 other fieldsHigh correlation
Temp_pre_30 is highly correlated with Temp_pre_15 and 1 other fieldsHigh correlation
Temp_pre_7 is highly correlated with Temp_pre_30 and 2 other fieldsHigh correlation
Temp_cont is highly correlated with Temp_pre_15 and 1 other fieldsHigh correlation
Wind_pre_15 is highly correlated with Wind_pre_30 and 1 other fieldsHigh correlation
Wind_pre_30 is highly correlated with Wind_pre_15High correlation
Wind_pre_7 is highly correlated with Wind_pre_15High correlation
Hum_pre_15 is highly correlated with Hum_pre_30 and 1 other fieldsHigh correlation
Hum_pre_30 is highly correlated with Hum_pre_15High correlation
Hum_pre_7 is highly correlated with Hum_pre_15High correlation
remoteness is highly correlated with longitudeHigh correlation
longitude is highly correlated with remotenessHigh correlation
disc_pre_month is highly correlated with discovery_monthHigh correlation
discovery_month is highly correlated with disc_pre_monthHigh correlation
fire_name has 19307 (54.1%) missing values Missing
Prec_pre_30 is highly skewed (γ1 = 35.09536395) Skewed
Prec_pre_7 is highly skewed (γ1 = 22.59013922) Skewed
df_index has unique values Unique
Prec_pre_30 has 16227 (45.5%) zeros Zeros
Prec_pre_15 has 18932 (53.1%) zeros Zeros
Prec_pre_7 has 23207 (65.0%) zeros Zeros
Prec_cont has 25239 (70.7%) zeros Zeros

Reproduction

Analysis started2022-12-05 17:41:17.848444
Analysis finished2022-12-05 17:43:39.474212
Duration2 minutes and 21.63 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

df_index
Real number (ℝ≥0)

UNIQUE

Distinct35683
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean25956.13637
Minimum0
Maximum55360
Zeros1
Zeros (%)< 0.1%
Memory size278.8 KiB
2022-12-05T10:43:39.590213image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2584.1
Q113022.5
median25883
Q338852
95-th percentile49187.7
Maximum55360
Range55360
Interquartile range (IQR)25829.5

Descriptive statistics

Standard deviation15042.56335
Coefficient of variation (CV)0.5795378456
Kurtosis-1.159871265
Mean25956.13637
Median Absolute Deviation (MAD)12909
Skewness0.02374817235
Sum926192814
Variance226278712.1
MonotocityStrictly increasing
2022-12-05T10:43:39.777219image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
01< 0.1%
 
344911< 0.1%
 
344841< 0.1%
 
344851< 0.1%
 
344861< 0.1%
 
344881< 0.1%
 
344891< 0.1%
 
344901< 0.1%
 
344921< 0.1%
 
345031< 0.1%
 
Other values (35673)35673> 99.9%
 
ValueCountFrequency (%) 
01< 0.1%
 
11< 0.1%
 
21< 0.1%
 
31< 0.1%
 
61< 0.1%
 
ValueCountFrequency (%) 
553601< 0.1%
 
553591< 0.1%
 
553561< 0.1%
 
553521< 0.1%
 
553501< 0.1%
 

fire_name
Categorical

HIGH CARDINALITY
MISSING

Distinct14574
Distinct (%)89.0%
Missing19307
Missing (%)54.1%
Memory size278.8 KiB
GRASS FIRE
 
111
STATE
 
28
LOCAL
 
17
UNKNOWN
 
15
RIVER
 
12
Other values (14569)
16193 
ValueCountFrequency (%) 
GRASS FIRE1110.3%
 
STATE 280.1%
 
LOCAL 17< 0.1%
 
UNKNOWN15< 0.1%
 
RIVER12< 0.1%
 
BEAR11< 0.1%
 
COTTONWOOD11< 0.1%
 
SPRING11< 0.1%
 
LOCAL FIRE 11< 0.1%
 
RAILROAD10< 0.1%
 
Other values (14564)1613945.2%
 
(Missing)1930754.1%
 
2022-12-05T10:43:40.038212image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique13604 ?
Unique (%)83.1%
2022-12-05T10:43:40.241214image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length50
Median length3
Mean length7.129529468
Min length1

fire_size
Real number (ℝ≥0)

HIGH CORRELATION

Distinct2504
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean165.5132713
Minimum0.51
Maximum4994
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:40.425633image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0.51
5-th percentile1
Q11
median3
Q312
95-th percentile406.8
Maximum4994
Range4993.49
Interquartile range (IQR)11

Descriptive statistics

Standard deviation728.6857104
Coefficient of variation (CV)4.402581766
Kurtosis23.69098918
Mean165.5132713
Median Absolute Deviation (MAD)2
Skewness4.960343581
Sum5906010.061
Variance530982.8646
MonotocityNot monotonic
2022-12-05T10:43:40.639633image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1776721.8%
 
2372810.4%
 
321826.1%
 
520135.6%
 
412703.6%
 
1012563.5%
 
1.58842.5%
 
206851.9%
 
156771.9%
 
66121.7%
 
Other values (2494)1460940.9%
 
ValueCountFrequency (%) 
0.5113< 0.1%
 
0.5214< 0.1%
 
0.5315< 0.1%
 
0.54190.1%
 
0.55210.1%
 
ValueCountFrequency (%) 
49941< 0.1%
 
49921< 0.1%
 
4991.91< 0.1%
 
49911< 0.1%
 
49901< 0.1%
 

fire_size_class
Categorical

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size278.8 KiB
B
25185 
C
7525 
F
 
1475
D
 
999
E
 
499
ValueCountFrequency (%) 
B2518570.6%
 
C752521.1%
 
F14754.1%
 
D9992.8%
 
E4991.4%
 
2022-12-05T10:43:40.827636image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2022-12-05T10:43:40.930596image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:41.053600image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length1
Median length1
Mean length1
Min length1

latitude
Real number (ℝ≥0)

Distinct32115
Distinct (%)90.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.86008805
Minimum17.958364
Maximum68.8194
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:41.236695image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum17.958364
5-th percentile28.896444
Q132.24198
median34.453
Q338.717051
95-th percentile46.7712759
Maximum68.8194
Range50.861036
Interquartile range (IQR)6.475071005

Descriptive statistics

Standard deviation5.965290724
Coefficient of variation (CV)0.1663490261
Kurtosis3.270283817
Mean35.86008805
Median Absolute Deviation (MAD)2.82673405
Skewness0.9433189649
Sum1279595.522
Variance35.58469342
MonotocityNot monotonic
2022-12-05T10:43:41.462358image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
47.8666180.1%
 
33.350111< 0.1%
 
18.40349410< 0.1%
 
35.310< 0.1%
 
47.89< 0.1%
 
35.83339< 0.1%
 
33.759< 0.1%
 
35.28339< 0.1%
 
18.3051159< 0.1%
 
33.13349< 0.1%
 
Other values (32105)3558099.7%
 
ValueCountFrequency (%) 
17.9583641< 0.1%
 
17.9693814< 0.1%
 
17.9697841< 0.1%
 
17.9705391< 0.1%
 
17.9766481< 0.1%
 
ValueCountFrequency (%) 
68.81941< 0.1%
 
68.11141< 0.1%
 
68.08271< 0.1%
 
68.05281< 0.1%
 
67.9831< 0.1%
 

longitude
Real number (ℝ)

HIGH CORRELATION

Distinct33133
Distinct (%)92.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-93.89495961
Minimum-165.1167
Maximum-65.417709
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:41.710571image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum-165.1167
5-th percentile-120.7142888
Q1-99.4302985
median-91.81655
Q3-83.15926617
95-th percentile-76.23233
Maximum-65.417709
Range99.698991
Interquartile range (IQR)16.27103233

Descriptive statistics

Standard deviation14.23749247
Coefficient of variation (CV)-0.1516321273
Kurtosis1.533953523
Mean-93.89495961
Median Absolute Deviation (MAD)8.43215
Skewness-1.031909612
Sum-3350453.844
Variance202.7061918
MonotocityNot monotonic
2022-12-05T10:43:41.915599image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
-110.457314< 0.1%
 
-81.8812< 0.1%
 
-80.4511< 0.1%
 
-110.450710< 0.1%
 
-67.08107810< 0.1%
 
-79.43339< 0.1%
 
-829< 0.1%
 
-81.99< 0.1%
 
-79.16679< 0.1%
 
-67.230279< 0.1%
 
Other values (33123)3558199.7%
 
ValueCountFrequency (%) 
-165.11671< 0.1%
 
-164.21961< 0.1%
 
-163.68671< 0.1%
 
-163.08061< 0.1%
 
-162.82671< 0.1%
 
ValueCountFrequency (%) 
-65.4177093< 0.1%
 
-65.6279071< 0.1%
 
-65.8064271< 0.1%
 
-65.8274461< 0.1%
 
-65.9113391< 0.1%
 

state
Categorical

HIGH CARDINALITY

Distinct51
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size278.8 KiB
TX
4979 
GA
2874 
MS
2694 
CA
2520 
FL
 
1844
Other values (46)
20772 
ValueCountFrequency (%) 
TX497914.0%
 
GA28748.1%
 
MS26947.5%
 
CA25207.1%
 
FL18445.2%
 
AL17064.8%
 
NC15894.5%
 
SC14834.2%
 
AR11483.2%
 
OK11193.1%
 
Other values (41)1372738.5%
 
2022-12-05T10:43:42.155567image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2022-12-05T10:43:42.366617image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length2
Median length2
Mean length2
Min length2
Distinct7595
Distinct (%)21.3%
Missing0
Missing (%)0.0%
Memory size278.8 KiB
Minimum1992-01-01 00:00:00
Maximum2015-12-31 00:00:00
2022-12-05T10:43:42.583161image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:42.871162image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

discovery_month
Categorical

HIGH CORRELATION

Distinct12
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size278.8 KiB
Mar
5407 
Apr
4892 
Jul
3509 
Aug
3376 
Feb
3330 
Other values (7)
15169 
ValueCountFrequency (%) 
Mar540715.2%
 
Apr489213.7%
 
Jul35099.8%
 
Aug33769.5%
 
Feb33309.3%
 
Jun28187.9%
 
May27827.8%
 
Sep22466.3%
 
Jan21896.1%
 
Oct20905.9%
 
Other values (2)30448.5%
 
2022-12-05T10:43:43.071157image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2022-12-05T10:43:43.237192image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length3
Median length3
Mean length3
Min length3

disc_date_pre
Categorical

HIGH CARDINALITY

Distinct7595
Distinct (%)21.3%
Missing0
Missing (%)0.0%
Memory size278.8 KiB
1/11/2008
 
53
1/20/2011
 
38
5/22/2008
 
35
1/15/2015
 
34
2/10/2005
 
33
Other values (7590)
35490 
ValueCountFrequency (%) 
1/11/2008530.1%
 
1/20/2011380.1%
 
5/22/2008350.1%
 
1/15/2015340.1%
 
2/10/2005330.1%
 
2/24/2008320.1%
 
2/5/2007300.1%
 
1/30/2006290.1%
 
2/8/1993290.1%
 
1/25/2007280.1%
 
Other values (7585)3534299.0%
 
2022-12-05T10:43:43.445176image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique1310 ?
Unique (%)3.7%
2022-12-05T10:43:43.651157image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length10
Median length9
Mean length8.842137713
Min length8

disc_pre_year
Real number (ℝ≥0)

Distinct25
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2004.821988
Minimum1991
Maximum2015
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:43.796159image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum1991
5-th percentile1993
Q12000
median2006
Q32010
95-th percentile2014
Maximum2015
Range24
Interquartile range (IQR)10

Descriptive statistics

Standard deviation6.436814318
Coefficient of variation (CV)0.003210666262
Kurtosis-0.9291578902
Mean2004.821988
Median Absolute Deviation (MAD)5
Skewness-0.3308474439
Sum71538063
Variance41.43257856
MonotocityNot monotonic
2022-12-05T10:43:43.984165image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=25)
ValueCountFrequency (%) 
200625447.1%
 
201122966.4%
 
200722556.3%
 
200522516.3%
 
200821155.9%
 
201019315.4%
 
200916814.7%
 
201216634.7%
 
200015994.5%
 
199915134.2%
 
Other values (15)1583544.4%
 
ValueCountFrequency (%) 
1991540.2%
 
19929122.6%
 
19939662.7%
 
199410833.0%
 
199511333.2%
 
ValueCountFrequency (%) 
201514244.0%
 
201414003.9%
 
201313763.9%
 
201216634.7%
 
201122966.4%
 

disc_pre_month
Categorical

HIGH CORRELATION

Distinct12
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size278.8 KiB
Mar
5060 
Feb
5038 
Jan
3623 
Jun
3402 
Jul
3393 
Other values (7)
15167 
ValueCountFrequency (%) 
Mar506014.2%
 
Feb503814.1%
 
Jan362310.2%
 
Jun34029.5%
 
Jul33939.5%
 
May28878.1%
 
Apr27137.6%
 
Aug23366.5%
 
Dec21576.0%
 
Sep20075.6%
 
Other values (2)30678.6%
 
2022-12-05T10:43:44.198197image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2022-12-05T10:43:44.387159image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length3
Median length3
Mean length3
Min length3

wstation_usaf
Categorical

HIGH CARDINALITY

Distinct1792
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size278.8 KiB
999999
 
1331
722348
 
778
785140
 
377
722170
 
308
723235
 
305
Other values (1787)
32584 
ValueCountFrequency (%) 
99999913313.7%
 
7223487782.2%
 
7851403771.1%
 
7221703080.9%
 
7232353050.9%
 
7232003040.9%
 
7222303000.8%
 
7223402780.8%
 
7242362680.8%
 
7224702450.7%
 
Other values (1782)3118987.4%
 
2022-12-05T10:43:44.636163image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique281 ?
Unique (%)0.8%
2022-12-05T10:43:44.860162image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length6
Median length6
Mean length6
Min length6

dstation_m
Real number (ℝ≥0)

Distinct35059
Distinct (%)98.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38428.65289
Minimum6.166452291
Maximum197000.4751
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:45.060159image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum6.166452291
5-th percentile7932.797173
Q120334.90465
median33734.67069
Q351412.52963
95-th percentile85707.14858
Maximum197000.4751
Range196994.3086
Interquartile range (IQR)31077.62498

Descriptive statistics

Standard deviation24424.90423
Coefficient of variation (CV)0.6355909561
Kurtosis1.850401175
Mean38428.65289
Median Absolute Deviation (MAD)15021.31575
Skewness1.161196912
Sum1371249621
Variance596575946.8
MonotocityNot monotonic
2022-12-05T10:43:45.287161image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
11620.9375610< 0.1%
 
23880.954069< 0.1%
 
14838.944449< 0.1%
 
73111.344278< 0.1%
 
4248.5235178< 0.1%
 
54885.614537< 0.1%
 
56062.324347< 0.1%
 
18683.426917< 0.1%
 
94055.442217< 0.1%
 
52760.983836< 0.1%
 
Other values (35049)3560599.8%
 
ValueCountFrequency (%) 
6.1664522911< 0.1%
 
128.52888251< 0.1%
 
143.08367591< 0.1%
 
402.02072991< 0.1%
 
480.53816431< 0.1%
 
ValueCountFrequency (%) 
197000.47511< 0.1%
 
193712.0421< 0.1%
 
184797.34981< 0.1%
 
183077.15681< 0.1%
 
179167.59241< 0.1%
 

wstation_wban
Real number (ℝ≥0)

Distinct1402
Distinct (%)3.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean59021.68797
Minimum100
Maximum99999
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:45.524160image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum100
5-th percentile3715
Q113894
median63846
Q399999
95-th percentile99999
Maximum99999
Range99899
Interquartile range (IQR)86105

Descriptive statistics

Standard deviation41021.91763
Coefficient of variation (CV)0.695031251
Kurtosis-1.754844659
Mean59021.68797
Median Absolute Deviation (MAD)36153
Skewness-0.2151543636
Sum2106070892
Variance1682797726
MonotocityNot monotonic
2022-12-05T10:43:45.804163image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
999991362438.2%
 
538086811.9%
 
116033771.1%
 
38893190.9%
 
39013090.9%
 
38133080.9%
 
138963050.9%
 
138943000.8%
 
139782840.8%
 
138652780.8%
 
Other values (1392)1889853.0%
 
ValueCountFrequency (%) 
1009< 0.1%
 
1061< 0.1%
 
1203< 0.1%
 
1224< 0.1%
 
12717< 0.1%
 
ValueCountFrequency (%) 
999991362438.2%
 
964084< 0.1%
 
964022< 0.1%
 
949998< 0.1%
 
949975< 0.1%
 

wstation_byear
Real number (ℝ≥0)

Distinct79
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1981.172911
Minimum1931
Maximum2014
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:46.039184image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum1931
5-th percentile1942
Q11973
median1982
Q32006
95-th percentile2008
Maximum2014
Range83
Interquartile range (IQR)33

Descriptive statistics

Standard deviation23.67577737
Coefficient of variation (CV)0.01195038416
Kurtosis-1.092804495
Mean1981.172911
Median Absolute Deviation (MAD)23
Skewness-0.4725061292
Sum70694193
Variance560.5424342
MonotocityNot monotonic
2022-12-05T10:43:46.237194image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1973761421.3%
 
2006699919.6%
 
194222536.3%
 
200515134.2%
 
199011863.3%
 
19459312.6%
 
19418912.5%
 
19778732.4%
 
19438412.4%
 
19997552.1%
 
Other values (69)1182733.1%
 
ValueCountFrequency (%) 
1931220.1%
 
19326< 0.1%
 
1933200.1%
 
19351410.4%
 
1936900.3%
 
ValueCountFrequency (%) 
201410< 0.1%
 
2013660.2%
 
20121200.3%
 
20112650.7%
 
20104341.2%
 

wstation_eyear
Real number (ℝ≥0)

Distinct28
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2016.333184
Minimum1993
Maximum2020
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:46.428160image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum1993
5-th percentile2005
Q12014
median2020
Q32020
95-th percentile2020
Maximum2020
Range27
Interquartile range (IQR)6

Descriptive statistics

Standard deviation6.255906411
Coefficient of variation (CV)0.003102615412
Kurtosis0.3740694227
Mean2016.333184
Median Absolute Deviation (MAD)0
Skewness-1.389042904
Sum71948817
Variance39.13636503
MonotocityNot monotonic
2022-12-05T10:43:46.605194image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=28)
ValueCountFrequency (%) 
20202357566.1%
 
2005447812.5%
 
201016174.5%
 
201914874.2%
 
201813113.7%
 
20047662.1%
 
19992750.8%
 
20032650.7%
 
20132180.6%
 
20092140.6%
 
Other values (18)14774.1%
 
ValueCountFrequency (%) 
19938< 0.1%
 
199416< 0.1%
 
1995330.1%
 
19961060.3%
 
1997190.1%
 
ValueCountFrequency (%) 
20202357566.1%
 
201914874.2%
 
201813113.7%
 
2017730.2%
 
20162040.6%
 

fire_mag
Real number (ℝ≥0)

HIGH CORRELATION

Distinct5
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.572107166
Minimum0.1
Maximum50
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:46.748161image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0.1
5-th percentile0.1
Q10.1
median0.1
Q31
95-th percentile10
Maximum50
Range49.9
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation9.929546344
Coefficient of variation (CV)3.860471475
Kurtosis18.52654058
Mean2.572107166
Median Absolute Deviation (MAD)0
Skewness4.498978175
Sum91780.5
Variance98.5958906
MonotocityNot monotonic
2022-12-05T10:43:46.887193image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=5)
ValueCountFrequency (%) 
0.12518570.6%
 
1752521.1%
 
5014754.1%
 
39992.8%
 
104991.4%
 
ValueCountFrequency (%) 
0.12518570.6%
 
1752521.1%
 
39992.8%
 
104991.4%
 
5014754.1%
 
ValueCountFrequency (%) 
5014754.1%
 
104991.4%
 
39992.8%
 
1752521.1%
 
0.12518570.6%
 

weather_file
Categorical

HIGH CARDINALITY

Distinct10413
Distinct (%)29.2%
Missing0
Missing (%)0.0%
Memory size278.8 KiB
999999-94943-2005.gz
 
193
999999-94060-2011.gz
 
175
999999-63896-2007.gz
 
144
999999-73801-2012.gz
 
137
999999-54828-2006.gz
 
134
Other values (10408)
34900 
ValueCountFrequency (%) 
999999-94943-2005.gz1930.5%
 
999999-94060-2011.gz1750.5%
 
999999-63896-2007.gz1440.4%
 
999999-73801-2012.gz1370.4%
 
999999-54828-2006.gz1340.4%
 
999999-54918-2013.gz1210.3%
 
999999-53927-2015.gz980.3%
 
785140-99999-2005.gz830.2%
 
999999-04126-2014.gz790.2%
 
999999-63898-2008.gz780.2%
 
Other values (10403)3444196.5%
 
2022-12-05T10:43:47.111159image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique4388 ?
Unique (%)12.3%
2022-12-05T10:43:47.301193image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length20
Median length20
Mean length20
Min length20

Temp_pre_30
Real number (ℝ)

HIGH CORRELATION

Distinct33303
Distinct (%)93.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.4552794
Minimum-49.21052632
Maximum46.6
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:47.490161image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum-49.21052632
5-th percentile1.707460873
Q18.837995118
median15.10643564
Q322.9824197
95-th percentile28.38419369
Maximum46.6
Range95.81052632
Interquartile range (IQR)14.14442459

Descriptive statistics

Standard deviation8.667096645
Coefficient of variation (CV)0.560785504
Kurtosis-0.6029950479
Mean15.4552794
Median Absolute Deviation (MAD)7.014726515
Skewness-0.1419086177
Sum551490.7347
Variance75.11856426
MonotocityNot monotonic
2022-12-05T10:43:47.765160image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
15.45527941080.3%
 
2217< 0.1%
 
1317< 0.1%
 
1511< 0.1%
 
19< 0.1%
 
219< 0.1%
 
248< 0.1%
 
187< 0.1%
 
0.440110657< 0.1%
 
24.544464616< 0.1%
 
Other values (33293)3548499.4%
 
ValueCountFrequency (%) 
-49.210526322< 0.1%
 
-18.81< 0.1%
 
-16.07872341< 0.1%
 
-15.651162791< 0.1%
 
-14.61< 0.1%
 
ValueCountFrequency (%) 
46.61< 0.1%
 
41.677819551< 0.1%
 
401< 0.1%
 
37.28035321< 0.1%
 
37.197560981< 0.1%
 

Temp_pre_15
Real number (ℝ)

HIGH CORRELATION

Distinct31883
Distinct (%)89.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.18845909
Minimum-37
Maximum51.56779661
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:47.987157image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum-37
5-th percentile2.80191319
Q19.920366074
median16.18845909
Q323.18441517
95-th percentile28.79941727
Maximum51.56779661
Range88.56779661
Interquartile range (IQR)13.26404909

Descriptive statistics

Standard deviation8.298163584
Coefficient of variation (CV)0.5125974953
Kurtosis-0.6363246566
Mean16.18845909
Median Absolute Deviation (MAD)6.616002847
Skewness-0.1219550251
Sum577652.7858
Variance68.85951887
MonotocityNot monotonic
2022-12-05T10:43:48.198158image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
16.1884590914524.1%
 
229< 0.1%
 
139< 0.1%
 
308< 0.1%
 
18< 0.1%
 
278< 0.1%
 
248< 0.1%
 
1.8146408847< 0.1%
 
97< 0.1%
 
157< 0.1%
 
Other values (31873)3416095.7%
 
ValueCountFrequency (%) 
-371< 0.1%
 
-18.81< 0.1%
 
-17.368835381< 0.1%
 
-16.932090762< 0.1%
 
-15.944477891< 0.1%
 
ValueCountFrequency (%) 
51.567796611< 0.1%
 
461< 0.1%
 
401< 0.1%
 
38.268144041< 0.1%
 
38.030434781< 0.1%
 

Temp_pre_7
Real number (ℝ)

HIGH CORRELATION

Distinct30639
Distinct (%)85.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.61028145
Minimum-19.57113095
Maximum55
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:48.422197image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum-19.57113095
5-th percentile3.292974062
Q110.47371079
median16.61028145
Q323.39811991
95-th percentile29.19453552
Maximum55
Range74.57113095
Interquartile range (IQR)12.92440912

Descriptive statistics

Standard deviation8.216445469
Coefficient of variation (CV)0.4946602195
Kurtosis-0.5382140277
Mean16.61028145
Median Absolute Deviation (MAD)6.459686212
Skewness-0.1476128907
Sum592704.673
Variance67.50997614
MonotocityNot monotonic
2022-12-05T10:43:48.669165image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
16.6102814520795.8%
 
2511< 0.1%
 
249< 0.1%
 
278< 0.1%
 
178< 0.1%
 
98< 0.1%
 
128< 0.1%
 
17< 0.1%
 
157< 0.1%
 
3.4809523817< 0.1%
 
Other values (30629)3353194.0%
 
ValueCountFrequency (%) 
-19.571130952< 0.1%
 
-18.0781< 0.1%
 
-16.898630142< 0.1%
 
-16.459950375< 0.1%
 
-15.920833331< 0.1%
 
ValueCountFrequency (%) 
551< 0.1%
 
52.014492751< 0.1%
 
50.51< 0.1%
 
41.166666671< 0.1%
 
401< 0.1%
 

Temp_cont
Real number (ℝ)

HIGH CORRELATION

Distinct33571
Distinct (%)94.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16.6656543
Minimum-22.75
Maximum55
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:48.993160image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum-22.75
5-th percentile3.743401701
Q110.94469315
median16.36333333
Q323.29039549
95-th percentile28.53251614
Maximum55
Range77.75
Interquartile range (IQR)12.34570234

Descriptive statistics

Standard deviation7.901647137
Coefficient of variation (CV)0.4741276276
Kurtosis-0.4709493366
Mean16.6656543
Median Absolute Deviation (MAD)6.05447749
Skewness-0.1538845693
Sum594680.5425
Variance62.43602747
MonotocityNot monotonic
2022-12-05T10:43:49.189158image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2217< 0.1%
 
2412< 0.1%
 
10.511< 0.1%
 
2010< 0.1%
 
298< 0.1%
 
308< 0.1%
 
18< 0.1%
 
197< 0.1%
 
107< 0.1%
 
187< 0.1%
 
Other values (33561)3558899.7%
 
ValueCountFrequency (%) 
-22.751< 0.1%
 
-16.726258152< 0.1%
 
-15.463258351< 0.1%
 
-15.170198311< 0.1%
 
-14.251< 0.1%
 
ValueCountFrequency (%) 
551< 0.1%
 
521< 0.1%
 
48.42003631< 0.1%
 
441< 0.1%
 
40.611111111< 0.1%
 

Wind_pre_30
Real number (ℝ≥0)

HIGH CORRELATION

Distinct32857
Distinct (%)92.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.156725914
Minimum0.024922118
Maximum29.8
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:49.411202image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0.024922118
5-th percentile1.476234598
Q12.35266995
median3.07890411
Q33.835584028
95-th percentile5.173047009
Maximum29.8
Range29.77507788
Interquartile range (IQR)1.482914079

Descriptive statistics

Standard deviation1.156696664
Coefficient of variation (CV)0.3664229
Kurtosis15.18567087
Mean3.156725914
Median Absolute Deviation (MAD)0.739686597
Skewness1.314381029
Sum112641.4508
Variance1.337947173
MonotocityNot monotonic
2022-12-05T10:43:49.604157image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3.1567259145001.4%
 
5.1240.1%
 
2.6190.1%
 
3.617< 0.1%
 
3.117< 0.1%
 
2.114< 0.1%
 
2.510< 0.1%
 
7.78< 0.1%
 
2.557< 0.1%
 
4.5188998597< 0.1%
 
Other values (32847)3506098.3%
 
ValueCountFrequency (%) 
0.0249221181< 0.1%
 
0.0256944441< 0.1%
 
0.0339622641< 0.1%
 
0.1153846151< 0.1%
 
0.1671550671< 0.1%
 
ValueCountFrequency (%) 
29.81< 0.1%
 
25.71< 0.1%
 
21.11< 0.1%
 
15.91< 0.1%
 
15.331104651< 0.1%
 

Wind_pre_15
Real number (ℝ≥0)

HIGH CORRELATION

Distinct31266
Distinct (%)87.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.15515711
Minimum0.017250324
Maximum29.8
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:49.821220image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0.017250324
5-th percentile1.43472544
Q12.350858414
median3.131422018
Q33.818771202
95-th percentile5.223092264
Maximum29.8
Range29.78274968
Interquartile range (IQR)1.467912788

Descriptive statistics

Standard deviation1.174516981
Coefficient of variation (CV)0.3722530891
Kurtosis14.314756
Mean3.15515711
Median Absolute Deviation (MAD)0.738012611
Skewness1.294631409
Sum112585.4712
Variance1.379490139
MonotocityNot monotonic
2022-12-05T10:43:50.013191image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3.1551571118465.2%
 
3.615< 0.1%
 
2.613< 0.1%
 
3.113< 0.1%
 
5.113< 0.1%
 
2.511< 0.1%
 
211< 0.1%
 
3.310< 0.1%
 
7.710< 0.1%
 
39< 0.1%
 
Other values (31256)3373294.5%
 
ValueCountFrequency (%) 
0.0172503241< 0.1%
 
0.0173347781< 0.1%
 
0.0313888891< 0.1%
 
0.0789473681< 0.1%
 
0.1153846151< 0.1%
 
ValueCountFrequency (%) 
29.81< 0.1%
 
25.71< 0.1%
 
21.11< 0.1%
 
16.836752141< 0.1%
 
14.079320111< 0.1%
 

Wind_pre_7
Real number (ℝ≥0)

HIGH CORRELATION

Distinct29335
Distinct (%)82.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.136239891
Minimum0.005189621
Maximum25.7
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:50.222219image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0.005189621
5-th percentile1.308752688
Q12.29527163
median3.134319527
Q33.810417797
95-th percentile5.32278481
Maximum25.7
Range25.69481038
Interquartile range (IQR)1.515146167

Descriptive statistics

Standard deviation1.237166117
Coefficient of variation (CV)0.394474326
Kurtosis6.775091824
Mean3.136239891
Median Absolute Deviation (MAD)0.768980882
Skewness1.039628978
Sum111910.448
Variance1.530580001
MonotocityNot monotonic
2022-12-05T10:43:50.528192image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3.13623989124666.9%
 
3.6250.1%
 
2.515< 0.1%
 
3.115< 0.1%
 
2.610< 0.1%
 
210< 0.1%
 
1.99< 0.1%
 
2.78< 0.1%
 
3.48< 0.1%
 
1.88< 0.1%
 
Other values (29325)3310992.8%
 
ValueCountFrequency (%) 
0.0051896211< 0.1%
 
0.0125603861< 0.1%
 
0.0132264531< 0.1%
 
0.0153081511< 0.1%
 
0.0184523811< 0.1%
 
ValueCountFrequency (%) 
25.71< 0.1%
 
21.11< 0.1%
 
19.880606061< 0.1%
 
15.706586831< 0.1%
 
12.681673311< 0.1%
 

Wind_cont
Real number (ℝ≥0)

Distinct33011
Distinct (%)92.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.160146134
Minimum0.015328467
Maximum24.2
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:50.766185image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0.015328467
5-th percentile1.4525068
Q12.365979109
median3.061559889
Q33.819788099
95-th percentile5.236668966
Maximum24.2
Range24.18467153
Interquartile range (IQR)1.453808991

Descriptive statistics

Standard deviation1.183834285
Coefficient of variation (CV)0.3746137788
Kurtosis7.882182132
Mean3.160146134
Median Absolute Deviation (MAD)0.723995
Skewness1.142474661
Sum112763.4945
Variance1.401463614
MonotocityNot monotonic
2022-12-05T10:43:50.975186image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3.1493743053651.0%
 
3.6200.1%
 
5.1190.1%
 
2.6180.1%
 
3.114< 0.1%
 
4.12513< 0.1%
 
2.112< 0.1%
 
2.512< 0.1%
 
4.110< 0.1%
 
3.8510< 0.1%
 
Other values (33001)3519098.6%
 
ValueCountFrequency (%) 
0.0153284672< 0.1%
 
0.0203562341< 0.1%
 
0.025178571331< 0.1%
 
0.0656251< 0.1%
 
0.0983606561< 0.1%
 
ValueCountFrequency (%) 
24.21< 0.1%
 
21.11< 0.1%
 
20.912079961< 0.1%
 
17.349487621< 0.1%
 
14.192662051< 0.1%
 

Hum_pre_30
Real number (ℝ≥0)

HIGH CORRELATION

Distinct32229
Distinct (%)90.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean62.18333945
Minimum5.625
Maximum96
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:51.186217image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum5.625
5-th percentile35.82248536
Q157.70514243
median64.52844311
Q370.45355296
95-th percentile77.61120965
Maximum96
Range90.375
Interquartile range (IQR)12.74841052

Descriptive statistics

Standard deviation12.56385212
Coefficient of variation (CV)0.2020453103
Kurtosis1.743381062
Mean62.18333945
Median Absolute Deviation (MAD)6.24719189
Skewness-1.222788218
Sum2218888.102
Variance157.85038
MonotocityNot monotonic
2022-12-05T10:43:51.378189image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
62.1833394512723.6%
 
67200.1%
 
9412< 0.1%
 
8811< 0.1%
 
6111< 0.1%
 
378< 0.1%
 
528< 0.1%
 
778< 0.1%
 
787< 0.1%
 
66.957100597< 0.1%
 
Other values (32219)3431996.2%
 
ValueCountFrequency (%) 
5.6251< 0.1%
 
61< 0.1%
 
7.2638121551< 0.1%
 
8.8720770291< 0.1%
 
9.3511659811< 0.1%
 
ValueCountFrequency (%) 
961< 0.1%
 
9412< 0.1%
 
93.916666671< 0.1%
 
93.757575761< 0.1%
 
93.402985071< 0.1%
 

Hum_pre_15
Real number (ℝ≥0)

HIGH CORRELATION

Distinct30771
Distinct (%)86.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean60.97720575
Minimum5.977777778
Maximum94
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:51.596219image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum5.977777778
5-th percentile34.37607284
Q156.14859826
median62.54004577
Q369.48261154
95-th percentile77.39713414
Maximum94
Range88.02222222
Interquartile range (IQR)13.33401328

Descriptive statistics

Standard deviation12.71301598
Coefficient of variation (CV)0.208488005
Kurtosis1.537620718
Mean60.97720575
Median Absolute Deviation (MAD)6.74432334
Skewness-1.112884939
Sum2175849.633
Variance161.6207752
MonotocityNot monotonic
2022-12-05T10:43:51.780223image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
60.9772057526197.3%
 
619< 0.1%
 
689< 0.1%
 
657< 0.1%
 
557< 0.1%
 
62.966666677< 0.1%
 
367< 0.1%
 
717< 0.1%
 
947< 0.1%
 
75.24372766< 0.1%
 
Other values (30761)3299892.5%
 
ValueCountFrequency (%) 
5.9777777781< 0.1%
 
61< 0.1%
 
6.41< 0.1%
 
7.5479452051< 0.1%
 
7.8898071631< 0.1%
 
ValueCountFrequency (%) 
947< 0.1%
 
93.833333331< 0.1%
 
93.751< 0.1%
 
93.51< 0.1%
 
93.454545451< 0.1%
 

Hum_pre_7
Real number (ℝ≥0)

HIGH CORRELATION

Distinct29183
Distinct (%)81.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean59.81104416
Minimum5.976608187
Maximum96
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:51.978191image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum5.976608187
5-th percentile32.84725275
Q153.9141072
median60.65048544
Q368.69465102
95-th percentile77.88571429
Maximum96
Range90.02339181
Interquartile range (IQR)14.78054382

Descriptive statistics

Standard deviation13.20579566
Coefficient of variation (CV)0.2207919263
Kurtosis1.063163753
Mean59.81104416
Median Absolute Deviation (MAD)7.55978351
Skewness-0.9081584586
Sum2134237.489
Variance174.3930389
MonotocityNot monotonic
2022-12-05T10:43:52.166219image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
59.8110441632269.0%
 
7015< 0.1%
 
4911< 0.1%
 
789< 0.1%
 
619< 0.1%
 
65.59< 0.1%
 
889< 0.1%
 
758< 0.1%
 
598< 0.1%
 
668< 0.1%
 
Other values (29173)3237190.7%
 
ValueCountFrequency (%) 
5.9766081871< 0.1%
 
61< 0.1%
 
6.41< 0.1%
 
6.4642857141< 0.1%
 
8.1468144041< 0.1%
 
ValueCountFrequency (%) 
961< 0.1%
 
95.241< 0.1%
 
947< 0.1%
 
93.751< 0.1%
 
93.513513511< 0.1%
 

Hum_cont
Real number (ℝ≥0)

Distinct32413
Distinct (%)90.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean61.42273532
Minimum7.458333333
Maximum94
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:52.371218image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum7.458333333
5-th percentile34.50931365
Q156.68369989
median63.74632713
Q369.79295486
95-th percentile77.53348809
Maximum94
Range86.54166667
Interquartile range (IQR)13.10925496

Descriptive statistics

Standard deviation12.76061831
Coefficient of variation (CV)0.2077507334
Kurtosis1.603077018
Mean61.42273532
Median Absolute Deviation (MAD)6.439882647
Skewness-1.172388895
Sum2191747.464
Variance162.8333796
MonotocityNot monotonic
2022-12-05T10:43:52.551179image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
60.9905297911423.2%
 
5815< 0.1%
 
7010< 0.1%
 
6110< 0.1%
 
888< 0.1%
 
228< 0.1%
 
678< 0.1%
 
487< 0.1%
 
117< 0.1%
 
567< 0.1%
 
Other values (32403)3446196.6%
 
ValueCountFrequency (%) 
7.4583333331< 0.1%
 
8.4482758621< 0.1%
 
8.5769230771< 0.1%
 
8.6851851851< 0.1%
 
91< 0.1%
 
ValueCountFrequency (%) 
946< 0.1%
 
93.255555561< 0.1%
 
931< 0.1%
 
92.333333331< 0.1%
 
921< 0.1%
 

Prec_pre_30
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct2638
Distinct (%)7.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean40.20791413
Minimum0
Maximum13560.8
Zeros16227
Zeros (%)45.5%
Memory size278.8 KiB
2022-12-05T10:43:52.748187image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median2.6
Q345
95-th percentile155.8
Maximum13560.8
Range13560.8
Interquartile range (IQR)45

Descriptive statistics

Standard deviation136.8483483
Coefficient of variation (CV)3.403517721
Kurtosis2818.640087
Mean40.20791413
Median Absolute Deviation (MAD)2.6
Skewness35.09536395
Sum1434739
Variance18727.47043
MonotocityNot monotonic
2022-12-05T10:43:52.973189image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
01622745.5%
 
0.32670.7%
 
0.51750.5%
 
0.81640.5%
 
11370.4%
 
1.81130.3%
 
1.3900.3%
 
1.5790.2%
 
2.3790.2%
 
7.9770.2%
 
Other values (2628)1827551.2%
 
ValueCountFrequency (%) 
01622745.5%
 
0.32670.7%
 
0.51750.5%
 
0.6600.2%
 
0.81640.5%
 
ValueCountFrequency (%) 
13560.81< 0.1%
 
4936.71< 0.1%
 
32671< 0.1%
 
28991< 0.1%
 
28391< 0.1%
 

Prec_pre_15
Real number (ℝ≥0)

ZEROS

Distinct1669
Distinct (%)4.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean18.01216826
Minimum0
Maximum2527
Zeros18932
Zeros (%)53.1%
Memory size278.8 KiB
2022-12-05T10:43:54.235184image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q315.7
95-th percentile75.9
Maximum2527
Range2527
Interquartile range (IQR)15.7

Descriptive statistics

Standard deviation69.50628523
Coefficient of variation (CV)3.858851651
Kurtosis534.6646407
Mean18.01216826
Median Absolute Deviation (MAD)0
Skewness18.6662257
Sum642728.2
Variance4831.123686
MonotocityNot monotonic
2022-12-05T10:43:54.444186image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
01893253.1%
 
0.35641.6%
 
0.53010.8%
 
0.82370.7%
 
12220.6%
 
1.32210.6%
 
0.61650.5%
 
1.81620.5%
 
1.51540.4%
 
2.31410.4%
 
Other values (1659)1458440.9%
 
ValueCountFrequency (%) 
01893253.1%
 
0.35641.6%
 
0.53010.8%
 
0.61650.5%
 
0.82370.7%
 
ValueCountFrequency (%) 
25278< 0.1%
 
24661< 0.1%
 
19081< 0.1%
 
17741< 0.1%
 
16383< 0.1%
 

Prec_pre_7
Real number (ℝ≥0)

SKEWED
ZEROS

Distinct1069
Distinct (%)3.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.481161898
Minimum0
Maximum1638
Zeros23207
Zeros (%)65.0%
Memory size278.8 KiB
2022-12-05T10:43:54.649183image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32.3
95-th percentile35.8
Maximum1638
Range1638
Interquartile range (IQR)2.3

Descriptive statistics

Standard deviation38.30423458
Coefficient of variation (CV)5.120091652
Kurtosis749.9074691
Mean7.481161898
Median Absolute Deviation (MAD)0
Skewness22.59013922
Sum266950.3
Variance1467.214387
MonotocityNot monotonic
2022-12-05T10:43:54.838183image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
02320765.0%
 
0.39002.5%
 
0.54141.2%
 
0.83421.0%
 
13070.9%
 
1.32610.7%
 
0.62560.7%
 
22080.6%
 
1.82010.6%
 
1.51850.5%
 
Other values (1059)940226.3%
 
ValueCountFrequency (%) 
02320765.0%
 
0.39002.5%
 
0.54141.2%
 
0.62560.7%
 
0.83421.0%
 
ValueCountFrequency (%) 
16385< 0.1%
 
14241< 0.1%
 
13201< 0.1%
 
12501< 0.1%
 
11871< 0.1%
 

Prec_cont
Real number (ℝ≥0)

ZEROS

Distinct2349
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.74972396
Minimum0
Maximum2126
Zeros25239
Zeros (%)70.7%
Memory size278.8 KiB
2022-12-05T10:43:55.048220image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q37.7
95-th percentile131.3
Maximum2126
Range2126
Interquartile range (IQR)7.7

Descriptive statistics

Standard deviation72.53060366
Coefficient of variation (CV)3.053955649
Kurtosis160.1716517
Mean23.74972396
Median Absolute Deviation (MAD)0
Skewness9.404680374
Sum847461.4
Variance5260.688467
MonotocityNot monotonic
2022-12-05T10:43:55.248185image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
02523970.7%
 
0.31690.5%
 
0.5970.3%
 
0.8830.2%
 
1740.2%
 
1.3540.2%
 
1.8440.1%
 
2.3390.1%
 
3370.1%
 
3.6340.1%
 
Other values (2339)981327.5%
 
ValueCountFrequency (%) 
02523970.7%
 
0.31690.5%
 
0.5970.3%
 
0.6340.1%
 
0.8830.2%
 
ValueCountFrequency (%) 
21261< 0.1%
 
20211< 0.1%
 
19061< 0.1%
 
1776.91< 0.1%
 
17431< 0.1%
 

remoteness
Real number (ℝ≥0)

HIGH CORRELATION

Distinct35070
Distinct (%)98.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2405336321
Minimum0.000390296094
Maximum0.98889249
Zeros0
Zeros (%)0.0%
Memory size278.8 KiB
2022-12-05T10:43:55.460223image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Quantile statistics

Minimum0.000390296094
5-th percentile0.07084114033
Q10.142776288
median0.211509556
Q30.2885385641
95-th percentile0.5032465633
Maximum0.98889249
Range0.9885021939
Interquartile range (IQR)0.1457622761

Descriptive statistics

Standard deviation0.1343506146
Coefficient of variation (CV)0.5585523048
Kurtosis2.297661631
Mean0.2405336321
Median Absolute Deviation (MAD)0.07193906595
Skewness1.236535011
Sum8582.961594
Variance0.01805008764
MonotocityNot monotonic
2022-12-05T10:43:55.655221image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.020307658510< 0.1%
 
0.021675606519< 0.1%
 
0.020294427029< 0.1%
 
0.020868624378< 0.1%
 
0.017329261288< 0.1%
 
0.40219453597< 0.1%
 
0.019017967987< 0.1%
 
0.020407552637< 0.1%
 
0.019328026087< 0.1%
 
0.019553806396< 0.1%
 
Other values (35060)3560599.8%
 
ValueCountFrequency (%) 
0.0003902960941< 0.1%
 
0.00054861170971< 0.1%
 
0.001158080821< 0.1%
 
0.0013165902351< 0.1%
 
0.002213407941< 0.1%
 
ValueCountFrequency (%) 
0.988892491< 0.1%
 
0.97498856741< 0.1%
 
0.9704844721< 0.1%
 
0.96984584671< 0.1%
 
0.96789723731< 0.1%
 

Cause
Categorical

Distinct13
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size35.5 KiB
Debris Burning
9986 
Arson
6217 
Miscellaneous
5736 
Lightning
4080 
Missing/Undefined
3005 
Other values (8)
6659 
ValueCountFrequency (%) 
Debris Burning998628.0%
 
Arson621717.4%
 
Miscellaneous573616.1%
 
Lightning408011.4%
 
Missing/Undefined30058.4%
 
Equipment Use28988.1%
 
Campfire9092.5%
 
Children8942.5%
 
Smoking7802.2%
 
Railroad6191.7%
 
Other values (3)5591.6%
 
2022-12-05T10:43:55.849185image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Frequencies of value counts

Unique

Unique0 ?
Unique (%)0.0%
2022-12-05T10:43:56.001184image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Histogram of lengths of the category

Length

Max length17
Median length13
Mean length11.23232352
Min length5
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
35172 
1
 
511
ValueCountFrequency (%) 
03517298.6%
 
15111.4%
 
2022-12-05T10:43:56.157188image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
33421 
1
 
2262
ValueCountFrequency (%) 
03342193.7%
 
122626.3%
 
2022-12-05T10:43:56.215184image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
23720 
1
11963 
ValueCountFrequency (%) 
02372066.5%
 
11196333.5%
 
2022-12-05T10:43:56.279183image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
35296 
1
 
387
ValueCountFrequency (%) 
03529698.9%
 
13871.1%
 
2022-12-05T10:43:56.338183image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
28761 
1
6922 
ValueCountFrequency (%) 
02876180.6%
 
1692219.4%
 
2022-12-05T10:43:56.394186image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
27764 
1
7919 
ValueCountFrequency (%) 
02776477.8%
 
1791922.2%
 
2022-12-05T10:43:56.452188image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
34774 
1
 
909
ValueCountFrequency (%) 
03477497.5%
 
19092.5%
 
2022-12-05T10:43:56.510185image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
34789 
1
 
894
ValueCountFrequency (%) 
03478997.5%
 
18942.5%
 
2022-12-05T10:43:56.565185image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
25697 
1
9986 
ValueCountFrequency (%) 
02569772.0%
 
1998628.0%
 
2022-12-05T10:43:56.623187image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
32785 
1
 
2898
ValueCountFrequency (%) 
03278591.9%
 
128988.1%
 
2022-12-05T10:43:56.678185image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
35517 
1
 
166
ValueCountFrequency (%) 
03551799.5%
 
11660.5%
 
2022-12-05T10:43:56.734184image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
31603 
1
4080 
ValueCountFrequency (%) 
03160388.6%
 
1408011.4%
 
2022-12-05T10:43:56.786217image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
29947 
1
5736 
ValueCountFrequency (%) 
02994783.9%
 
1573616.1%
 
2022-12-05T10:43:56.840185image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
32678 
1
 
3005
ValueCountFrequency (%) 
03267891.6%
 
130058.4%
 
2022-12-05T10:43:56.892221image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
35341 
1
 
342
ValueCountFrequency (%) 
03534199.0%
 
13421.0%
 
2022-12-05T10:43:56.943187image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
35064 
1
 
619
ValueCountFrequency (%) 
03506498.3%
 
16191.7%
 
2022-12-05T10:43:56.997186image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
34903 
1
 
780
ValueCountFrequency (%) 
03490397.8%
 
17802.2%
 
2022-12-05T10:43:57.050220image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size34.8 KiB
0
35632 
1
 
51
ValueCountFrequency (%) 
03563299.9%
 
1510.1%
 
2022-12-05T10:43:57.100184image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Interactions

2022-12-05T10:41:34.912614image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:35.474616image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:35.637619image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:35.787614image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:35.934615image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:36.087616image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:36.255751image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:36.403717image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:36.543747image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:36.691712image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:36.834000image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:36.976003image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:37.120999image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:37.493968image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:37.654971image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:37.811968image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:37.969971image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:38.117966image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:38.268002image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:38.415967image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:38.557970image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:38.707972image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:38.851003image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:39.004967image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:39.151969image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:41:39.305000image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
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2022-12-05T10:43:14.159482image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:14.313479image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:14.497520image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:14.660480image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:14.816517image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:14.977648image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:15.129613image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:15.310618image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:15.472612image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:15.629611image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:15.798037image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:15.955040image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:16.119072image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:16.287520image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:16.468554image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:16.618553image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:16.765553image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:16.910152image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:17.060182image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:17.915152image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:18.069184image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:18.232201image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:18.398237image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:18.599203image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:18.800169image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:18.957133image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:19.110384image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:19.260348image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:19.422346image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:19.595596image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:19.764562image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:20.026560image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:20.254555image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:20.441560image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:20.596729image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:20.747728image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:20.905725image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:21.064761image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:21.223825image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:21.384821image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:21.538863image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:21.685857image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:21.832820image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:21.978820image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:22.131825image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:22.285988image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:22.471957image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:22.717950image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:22.898953image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:23.059954image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:23.232980image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:23.383952image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:23.524991image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:23.669987image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:23.830976image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:23.981987image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:24.140954image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:24.285988image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:24.443952image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:24.587990image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:24.727989image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:24.872980image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:25.010243image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:25.155279image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:25.303280image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:25.458245image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:25.607249image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:25.756274image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:25.914303image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:26.062281image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:26.208242image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:26.349248image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:26.482281image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:26.634244image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:26.778355image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:26.925317image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:27.084323image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:27.245918image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:27.443924image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:27.607930image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:27.781928image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:27.943931image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:28.097449image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:28.270416image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:28.445408image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:28.597419image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:28.769410image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:28.920449image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:29.133410image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:29.344414image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:29.527869image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:29.690871image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:29.851147image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:30.048161image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:30.209161image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:30.373341image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:30.547370image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:30.717805image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:31.070805image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:31.285807image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:31.618810image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:31.790812image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:31.955837image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:32.102807image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Correlations

2022-12-05T10:43:57.310227image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2022-12-05T10:43:58.218201image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2022-12-05T10:43:59.035206image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2022-12-05T10:43:59.756206image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.
2022-12-05T10:44:00.367205image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

2022-12-05T10:43:32.807811image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:37.247246image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/
2022-12-05T10:43:38.823211image/svg+xmlMatplotlib v3.4.3, https://matplotlib.org/

Sample

First rows

df_indexfire_namefire_sizefire_size_classlatitudelongitudestatedisc_clean_datediscovery_monthdisc_date_predisc_pre_yeardisc_pre_monthwstation_usafdstation_mwstation_wbanwstation_byearwstation_eyearfire_magweather_fileTemp_pre_30Temp_pre_15Temp_pre_7Temp_contWind_pre_30Wind_pre_15Wind_pre_7Wind_contHum_pre_30Hum_pre_15Hum_pre_7Hum_contPrec_pre_30Prec_pre_15Prec_pre_7Prec_contremotenessCauseVegetation_4Vegetation_9Vegetation_12Vegetation_14Vegetation_15Vegetation_16Cause_CampfireCause_ChildrenCause_Debris BurningCause_Equipment UseCause_FireworksCause_LightningCause_MiscellaneousCause_Missing/UndefinedCause_PowerlineCause_RailroadCause_SmokingCause_Structure
00NaN10.0C18.105072-66.753044PR2007-02-11Feb1/12/20072007Jan78514058917.69716011603194520181.0785140-11603-2007.gz24.48097424.71692324.90259724.5279614.3418073.4928573.2620923.25041378.21659076.79375076.38157978.7243700.00.00.00.00.017923Missing/Undefined001000000000010000
11NaN3.0B35.038330-87.610000TN2006-12-11Dec11/11/20062006Nov72323532665.34327013896197820200.1723235-13896-2006.gz7.5534337.0100000.34352910.4482982.7097642.8817071.9764712.12232070.84000065.85891155.50588281.68267859.88.40.086.80.184355Arson000010000000000000
22NaN60.0C34.947800-88.722500MS2004-02-29Feb1/30/20042004Jan723235105122.14950013896197820201.0723235-13896-2004.gz4.9719305.7827665.55875013.6966003.3644992.9238302.6958333.36905075.53162975.86861376.81283465.063800168.842.218.1124.50.194544Arson000001000000000000
33WNA 11.0B39.641400-119.308300NV2005-06-06Jun5/7/20052005May72488043433.32978023185194220200.1724880-23185-2005.gz16.27596718.99618118.14256417.8049044.0549823.3983293.6712823.70819844.77842937.14081135.35384639.09102910.47.20.00.00.487447Debris Burning000000001000000000
46NaN5.2B31.316978-83.393649GA2009-01-10Jan12/11/20082008Dec74781042972.94028099999200620200.1747810-13857-2008.gz14.87734116.40932616.61028115.9656502.0002141.7272023.1362402.28788579.89667973.43181859.81104471.04651426.00.00.00.00.148904Debris Burning001000001000000000
57NaN1.0B30.904720-93.557500TX2005-11-12Nov10/13/20052005Oct72282064017.11754099999198420200.1722820-99999-2005.gz16.85193916.99778320.43478311.9855601.3312571.4729491.4247832.14885772.89947875.06138177.92462370.73291128.427.51.255.40.241894Campfire001000100000000000
68NaN1.0B35.900310-92.061180AR2007-08-08Aug7/9/20072007Jul72344842133.15187053934197320200.1723448-53934-2007.gz26.65524127.26487028.96806428.6826881.7680741.7052971.8279442.10309068.31902267.57541965.07784460.1968586.63.30.046.40.224629Arson000010000000000000
79CRAZY1.0B48.839400-99.718500ND2004-04-19Apr3/20/20042004Mar727675129109.88140099999193620200.1727675-99999-2004.gz4.6009506.8618786.0533335.8387216.3807606.3342546.6453336.45344964.60650955.94303854.33783858.29579512.31.80.00.00.291683Miscellaneous000010000000100000
810NaN8.3B30.845339-83.127987GA2010-03-06Mar2/4/20102010Feb72216614990.34180099999200620200.1722166-93845-2010.gz8.4109839.0071938.20900014.3280471.9886711.7450122.2245001.75070171.26087069.28103064.79798073.07207276.326.28.440.50.146888Debris Burning001000001000000000
913NaN1.0B31.767380-93.146870LA2014-07-06Jul6/6/20142014Jun7223195852.66016899999194220200.1722319-53943-2014.gz26.38449326.06816726.51904826.9273031.7716391.6297432.0190481.38218279.94001279.94212267.63095276.70679262.84.30.056.20.237431Fireworks001000000010000000

Last rows

df_indexfire_namefire_sizefire_size_classlatitudelongitudestatedisc_clean_datediscovery_monthdisc_date_predisc_pre_yeardisc_pre_monthwstation_usafdstation_mwstation_wbanwstation_byearwstation_eyearfire_magweather_fileTemp_pre_30Temp_pre_15Temp_pre_7Temp_contWind_pre_30Wind_pre_15Wind_pre_7Wind_contHum_pre_30Hum_pre_15Hum_pre_7Hum_contPrec_pre_30Prec_pre_15Prec_pre_7Prec_contremotenessCauseVegetation_4Vegetation_9Vegetation_12Vegetation_14Vegetation_15Vegetation_16Cause_CampfireCause_ChildrenCause_Debris BurningCause_Equipment UseCause_FireworksCause_LightningCause_MiscellaneousCause_Missing/UndefinedCause_PowerlineCause_RailroadCause_SmokingCause_Structure
3567355338GEM CITY 13636.0F35.771876-100.108795TX2015-11-05Nov10/6/20152015Oct72263729905.410770930461998201850.0722637-93046-2015.gz16.44457813.70129813.4051697.6818223.2644582.9494903.1600403.92050265.23957470.72567270.79324168.2645282.52.50.00.50.346991Equipment Use000010000100000000
3567455339LEBANON FIRE4800.0F45.135700-99.908700SD2015-04-01Apr3/2/20152015Mar72668560174.228780999992006202050.0726685-94052-2015.gz3.3905663.9661905.1671798.7103615.2299375.7692866.0235905.45615958.98490661.46666760.99487256.2394204.44.44.112.20.182660Equipment Use010000000100000000
3567555344015-0293500.0F38.270000-96.170000KS2015-03-22Mar2/20/20152015Feb7245566904.591272139892005202050.0724556-13989-2015.gz2.8106259.7863958.4553657.0174614.3339253.9328804.3386274.20181065.40596361.32608767.66666764.79957217.67.77.70.00.356856Arson000000000000000000
3567655346533200.0F38.130000-96.310000KS2015-03-23Mar2/21/20152015Feb72455624275.895870139892005202050.0724556-13989-2015.gz3.2730049.9275408.6370217.2791884.3001053.7950344.3080854.13440864.74884362.00961568.99541365.25129017.67.77.70.00.357491Miscellaneous000000000000100000
3567755347NaN3200.0F46.679234-93.270841MN2015-04-02Apr3/3/20152015Mar7202587336.25900349972004201850.0720258-04997-2015.gz0.6018521.1537041.70238110.6666673.3753243.3218523.6097224.81388962.68511561.38215361.59830951.5833330.00.00.00.00.289345Miscellaneous000010000000100000
3567855350PRICKLEY PEAR3452.0F30.400883-101.331933TX2015-08-28Aug7/29/20152015Jul72261693404.95267030321984202050.0722616-03032-2015.gz31.27083330.60335230.54345228.7937503.4552113.4151003.3797553.08297944.41126847.17663847.94478539.5106384.64.60.00.00.429604Miscellaneous001000000000100000
35679553529 MILE4704.0F48.937900-119.309100WA2015-08-13Aug7/14/20152015Jul72789054876.461030941971988202050.0727890-94197-2015.gz24.48404425.60109024.36352921.2049703.6080333.3636613.3047064.53791430.50277027.43715832.90588236.2577735.40.00.04.40.151893Miscellaneous000010000000100000
3568055356SA HILL4336.0F34.316000-112.268300AZ2015-08-02Aug7/3/20152015Jul72372339824.767950231841946202050.0723723-23184-2015.gz23.35078523.09342124.57337324.4651023.3519692.9702632.9248523.19361445.05383646.34903040.78698249.81888786.978.86.941.00.192487Lightning000001000001000000
356815535950TH ST3500.0F37.678611-96.249722KS2015-03-21Mar2/19/20152015Feb72042671289.7290401412008201850.0720426-00141-2015.gz4.04039010.07985110.79241514.2758803.7484223.3716813.7127744.05369765.33317065.61033868.43383967.5447370.00.00.00.00.366712Missing/Undefined000000000000010000
3568255360LILLIAM RANCH3500.0F37.606667-96.422500KS2015-02-12Feb1/13/20152015Jan72450471869.175550999991973202050.0724504-03974-2015.gz3.6861323.0398574.437563-0.0525275.1005105.6947374.9750004.55920662.97177469.37665868.11891964.00802820.118.80.03.80.365622Missing/Undefined000000000000010000